knowledge-engineering 开源项目推荐（127 个）

bibinprathap /VeritasGraph

VeritasGraph——GitHub 上的开源知识图谱与 GraphRAG 框架。可基于你自己的数据构建多跳推理、本体感知检索和可验证溯源。节点、边、RDF、关联数据——可在本地或云端运行。

kermitt2 /entity-fishing

A machine learning tool for fishing entities

kennethlaw325 /awesome-llm-knowledge-systems

人人缺失的地图：2026年LLM知识工程——首个统一指南，连接了RAG、上下文工程、线束工程、技能系统、代理内存、MCP和渐进式披露

BlueBrain /nexus-forge

Building and Using Knowledge Graphs made easy

ElmatadorZ /FirstPrincipleCodex-OS-Skill

Reduce hallucinations through first-principles reasoning, verification, self-critique, and explicit uncertainty for AI agents.

01clauding /claude-ontology-skill

用于 TypeScript 领域建模的斯坦福 Ontology 101 方法论。从能力问题到类型化数据架构的 7 步流程。Gruber 5 项原则。30+ 概念映射。适用于 Claude Code、Cursor、Windsurf。

jtonyortiz /ExpertSystems

CLIPS programs I have completed for Expert Systems (Rule-Based AI)

shauryashaurya /The-Silmaril

使用 Python（及其他语言）实践 #ontology 工程。

monetjoe /EMelodyGen

EMelodyGen通过模板生成具有情感的ABC旋律。Rough4Q数据集利用小型情感数据集和音乐心理学自动标注，经增强后微调骨干网络；生成谱正确率99%、情感对齐度91%，并具备有效的特征控制。

lizhiyao /oh-my-knowledge

OMK helps people and agents build, maintain, and reuse valuable knowledge from real work and collaboration, with readable content, traceable sources, and revision history for future tasks.

vsov /okfy

Knowledge engineering for AI agents: distill corpora too big for any context window into small, verified, git-native knowledge bundles

CodingFeng101 /UniGraph

UniGraph——一站式知识图谱智造平台，支持领域建模、文档知识抽取、图谱构建与可视化，以及可追溯的 GraphRAG 问答。

johnsamuelwrites /wdprop

Wikidata properties

kitchen-engineer42 /joharnessburg

John, an agent harness designed for building knowledge-dense applications.

Avyayalaya /agent-prime

A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quality gate (Agent Council), 12 skills, 8 guardrails, 4 workflows. Built entirely from markdown files. Zero dependencies.

ugilio /keen

The Knowledge Engineering ENvironment for Timeline-based Planning

oeg-upm /maseo

MASEO: A Multi-Agent System for Explainable Ontology generation

KhaledAshrafH /University-Management-Ontology

This project aims to create an ontology for a university using the Protege editor. The ontology defines various classes and their relationships within the university domain. It also includes queries and rules implemented in Protégé and CLIPS to retrieve information from the ontology.

amir-hossein-khodaei /AI-Student-Handbook

Transition from copy-pasting to Knowledge Engineering. A manifesto and toolkit for AI in Academia.

waiyuchan /gsoc-dbpedia-dashboard

🖥 DBpedia Visualization and Knowledge Engineering (DBpedia可视化与知识工程)